saswatm123 Goto Github PK

3d-brain-tumor-segmentation-pytorch

compile-time-equations-handler

exoplanet-detection-using-nasa-satellite-data

Uses data directly from the Kepler Satellite to predict whether observed features, such as periodic dimming, are indicative of the existence of an Exoplanet. Data @ https://www.kaggle.com/nasa/kepler-exoplanet-search-results

inner-product-mesh-generator

Python tool to create lowest dimensional possible spatial configurations of points given just the distance between a few of them. Can be used for dimensionality reduction if only a few distance constraints are wanted to be kept (will flatten a cube if you don't specify the diagonals)

m5accuracy-kaggle-competition

Walmart time series sales prediction competition

mmd-vae

Pytorch implementation of Maximum Mean Discrepancy Variational Autoencoder, a member of the InfoVAE family that maximizes Mutual Information between the Isotropic Gaussian Prior (as the latent space) and the Data Distribution.

netlab

C++ tool for fast, vectorized, multithreaded ML research (in progress)

pulsar-detection-ml-modeling

Uses data from High Time Universe Resolution Survey to predict Pulsars, high energy Neutron Stars that produce radio emissions detectable here on Earth. Data @ https://archive.ics.uci.edu/ml/datasets/HTRU2

pytorch-utils

Small pytorch helper functions/classes I don't want to keep rewriting